2,629
Views
26
CrossRef citations to date
0
Altmetric
Basic Research Article

Does trauma event type matter in the assessment of traumatic load?

, , , , , , , & show all
Article: 1344079 | Received 21 Dec 2016, Accepted 05 Jun 2017, Published online: 06 Jul 2017

References

  • American Psychiatric Association. (2000). Diagnostic and statistical manual of mental disorders (4th ed., text rev.). Washington, DC: Author.
  • Breiman, L. (2001). Random forests. Machine Learning, 45, 1–9. doi:10.1023/A:1010933404324
  • Breslau, N., Chilcoat, H. D., Kessler, R. C., & Davis, G. C. (1999). Previous exposure to trauma and PTSD effects of subsequent trauma: Results from the Detroit area survey of trauma. The American Journal of Psychiatry, 156, 902–907. doi:10.1176/ajp.156.6.902
  • Bryant, R. A., Felmingham, K., Kemp, A., Das, P., Hughes, G., Peduto, A., & Williams, L. (2008). Amygdala and ventral anterior cingulate activation predicts treatment response to cognitive behaviour therapy for post-traumatic stress disorder. Psychological Medicine, 38, 555. doi:10.1017/S0033291707002231
  • Bryant, R. A., Felmingham, K. L., Falconer, E. M., Benito, L. P., Dobson-Stone, C., Pierce, K. D., & Schofield, P. R. (2010). Preliminary evidence of the short allele of the serotonin transporter gene predicting poor response to cognitive behavior therapy in posttraumatic stress disorder. Biological Psychiatry, 67, 1217–1219. doi:10.1016/j.biopsych.2010.03.016
  • DiGangi, J., Guffanti, G., McLaughlin, K. A., & Koenen, K. C. (2013). Considering trauma exposure in the context of genetics studies of posttraumatic stress disorder: A systematic review. Biology of Mood & Anxiety Disorders, 3, 2. doi:10.1186/2045-5380-3-2
  • Ertl, V., Pfeiffer, A., Saile, R., Schauer, E., Elbert, T., & Neuner, F. (2010). Validation of a mental health assessment in an African conflict population. Psychological Assessment, 22, 318–324. doi:10.1037/a0018810
  • Felmingham, K. L., Dobson-Stone, C., Schofield, P. R., Quirk, G. J., & Bryant, R. A. (2013). The brain-derived neurotrophic factor Val66Met polymorphism predicts response to exposure therapy in posttraumatic stress disorder. Biological Psychiatry, 73, 1059–1063. doi:10.1016/j.biopsych.2012.10.033
  • Ferry, F., Bunting, B., Murphy, S., O’Neill, S., Stein, D., & Koenen, K. (2014). Traumatic events and their relative PTSD burden in Northern Ireland: A consideration of the impact of the ‘troubles’. Social Psychiatry and Psychiatric Epidemiology, 49, 435–446. doi:10.1007/s00127-013-0757-0
  • Foa, E. B., Cashman, L., Jaycox, L., & Perry, K. (1997). The validation of a self-report measure of posttraumatic stress disorder: The posttraumatic diagnostic scale. Psychological Assessment, 9, 445–451. doi:10.1037/1040-3590.9.4.445
  • Friedman, J., Hastie, T., & Tibshirani, R. (2010). Regularization paths for generalized linear models via coordinate descent. Journal of Statistical Software, 33, 1–22.
  • Genkin, A., Lewis, D. D., & Madigan, D. (2007). Large-scale bayesian logistic regression for text categorization. Technometrics, 49, 291–304. doi:10.1198/004017007000000245
  • Glaesmer, H., Brahler, E., Gündel, H., & Riedel-Heller, S. G. (2011). The association of traumatic experiences and posttraumatic stress disorder with physical morbidity in old age: A German population-based study. Psychosomatic Medicine, 73, 401–406. doi:10.1097/PSY.0b013e31821b47e8
  • Hajian-Tilaki, K. (2013). Receiver operating characteristic (ROC) curve analysis for medical diagnostic test evaluation. Caspian Journal of Internal Medicine, 4, 627–635.
  • Hapke, U., Schumann, A., Rumpf, H. J., John, U., & Meyer, C. (2006). Post-traumatic stress disorder: The role of trauma, pre-existing psychiatric disorders, and gender. European Archives of Psychiatry and Clinical Neuroscience, 256, 299–306. doi:10.1007/s00406-006-0654-6
  • Hastie, T., Tibshirani, R., & Friedman, J. (2009). The elements of statistical learning - data mining, inference, and prediction (2nd ed.). New York: Springer.
  • Hastie, T., Tibshirani, R., & Wainwright, M. (Eds.). (2015). Statistical learning with sparsity: The lasso and generalizations. Boca Raton, FL: CRC Press.
  • Hayes, J. P., Vanelzakker, M. B., & Shin, L. M. (2012). Emotion and cognition interactions in PTSD: A review of neurocognitive and neuroimaging studies. Frontiers in Integrative Neuroscience, 6, 89. doi:10.3389/fnint.2012.00089
  • Hebiri, M., & Lederer, J. C. (2012). How correlations influence lasso prediction. IEEE Transactions on Information Theory, 59, 1846–1854. doi:10.1109/TIT.2012.2227680
  • Holbrook, T. L., Hoyt, D. B., Stein, M. B., & Sieber, W. J. (2001). Perceived threat to life predicts posttraumatic stress disorder after major trauma: Risk factors and functional outcome. The Journal of Trauma, 51, 287–293.
  • Hothorn, T., Buhlmann, P., Dudoit, S., Molinaro, A., & van der Laan, M. J. (2006). Survival ensembles. Biostatistics, 7, 355–373. doi:10.1093/biostatistics/kxj011
  • Jakšić, N., Brajković, L., Ivezić, E., Topić, R., & Jakovljević, M. (2012). The role of personality traits in posttraumatic stress disorder (PTSD). Psychiatria Danubina, 24, 256–266.
  • Jakupcak, M., Cook, J., Imel, Z., Fontana, A., Rosenheck, R., & McFall, M. (2009). Posttraumatic stress disorder as a risk factor for suicidal ideation in Iraq and Afghanistan war veterans. Journal of Traumatic Stress, 22, 303–306.
  • James, L. M., Anders, S. L., Peterson, C. K., Engdahl, B. E., Krueger, R. F., & Georgopoulos, A. P. (2015). DSM-5 personality traits discriminate between posttraumatic stress disorder and control groups. Experimental Brain Research, 233, 2021–2028. doi:10.1007/s00221-015-4273-1
  • Kessler, R. C., Rose, S., Koenen, K. C., Karam, E. G., Stang, P. E., Stein, D. J., … Carmen Viana, M. (2014). How well can post-traumatic stress disorder be predicted from pre-trauma risk factors? An exploratory study in the WHO world mental health surveys. World Psychiatry, 13, 265–274. doi:10.1002/wps.20150
  • Köbach, A., Nandi, C., Crombach, A., Bambonyé, M., Westner, B., & Elbert, T. (2015). Violent offending promotes appetitive aggression rather than posttraumatic stress - A replication study with Burundian ex-combatants. Frontiers in Psychology, 6, 1755. doi:10.3389/fpsyg.2015.01755
  • Köbach, A., Schaal, S., & Elbert, T. (2015). Combat high or traumatic stress: Violent offending is associated with appetitive aggression but not with symptoms of traumatic stress. Frontiers in Psychology, 5, 1518.
  • Kolassa, I. T., Ertl, V., Kolassa, S., Onyut, L. P., & Elbert, T. (2010). Spontaneous remission from PTSD depends on the number of traumatic event types experienced. Psychological Trauma, 2, 169–174. doi:10.1037/a0019362
  • Kubzansky, L. D., Bordelois, P., Jun, H. J., Roberts, A. L., Cerda, M., Bluestone, N., & Koenen, K. C. (2014). The weight of traumatic stress: A prospective study of posttraumatic stress disorder symptoms and weight status in women. JAMA Psychiatry, 71, 44–51. doi:10.1001/jamapsychiatry.2013.2798
  • Netland, M. (2005). Event-list construction and treatment of exposure data in research on political violence. Journal of Traumatic Stress, 18, 507–517. doi:10.1002/jts.20059
  • Neumeister, A., Seidel, J., Ragen, B. J., & Pietrzak, R. H. (2015). Translational evidence for a role of endocannabinoids in the etiology and treatment of posttraumatic stress disorder. Psychoneuroendocrinology, 51, 577–584. doi:10.1016/j.psyneuen.2014.10.012
  • Neuner, F., Schauer, M., Karunakara, U., Klaschik, C., Robert, C., & Elbert, T. (2004). Psychological trauma and evidence for enhanced vulnerability for posttraumatic stress disorder through previous trauma among West Nile refugees. BMC Psychiatry, 4, 34. doi:10.1186/1471-244X-4-34
  • Roth, V. (2004). The generalized LASSO. IEEE Transactions on Neural Networks, 15, 16–28. doi:10.1109/TNN.2003.809398
  • RStudio Team. (2015). RStudio: Integrated development for R. Boston, MA: RStudio. Retrieved from http://www.rstudio.com/
  • Sayed, S., Iacoviello, B. M., & Charney, D. S. (2015). Risk factors for the development of psychopathology following trauma. Current Psychiatry Reports, 17, 612.
  • Schauer, M., Neuner, F., Karunakara, U., Klaschik, C., Robert, C., & Elbert, T. (2003). PTSD and the “building block” effect of psychological trauma among West Nile africans. European Society for Traumatic Stress Studies Bulletin, 10, 5–6.
  • Steudte-Schmiedgen, S., Stalder, T., Schonfeld, S., Wittchen, H. U., Trautmann, S., Alexander, N., … Kirschbaum, C. (2015). Hair cortisol concentrations and cortisol stress reactivity predict PTSD symptom increase after trauma exposure during military deployment. Psychoneuroendocrinology, 59, 123–133. doi:10.1016/j.psyneuen.2015.05.007
  • Strobl, C., Boulesteix, A. L., Kneib, T., Augustin, T., & Zeileis, A. (2008). Conditional variable importance for random forests. BMC Bioinformatics, 9, 307. doi:10.1186/1471-2105-9-307
  • Strobl, C., Boulesteix, A. L., Zeileis, A., & Hothorn, T. (2007). Bias in random forest variable importance measures: Illustrations, sources and a solution. BMC Bioinformatics, 8, 25. doi:10.1186/1471-2105-8-25
  • Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society. Series B (Methodological), 58, 267–288.
  • United Nations High Commissioner for Refugees. (June 18, 2015). UNHCR global trends 2014: War’s Human Cost. Retrieved June 22, 2017 from http://www.unhcr.org/statistics/country/556725e69/unhcr-global-trends-2014.html?query=trends%20report
  • van Zuiden, M., Kavelaars, A., Geuze, E., Olff, M., & Heijnen, C. J. (2013). Predicting PTSD: Pre-existing vulnerabilities in glucocorticoid-signaling and implications for preventive interventions. Brain, Behavior, and Immunity, 30, 12–21. doi:10.1016/j.bbi.2012.08.015
  • Wilker, S., & Kolassa, I. T. (2013). The formation of a neural fear network in posttraumatic stress disorder: Insights from molecular genetics. Clinical Psychological Science, 1, 452–469. doi:10.1177/2167702613479583
  • Wilker, S., Pfeiffer, A., Kolassa, S., Elbert, T., Lingenfelder, B., Ovuga, E., … Kolassa, I. T. (2014). The role of FKBP5 genotype in moderating long-term effectiveness of exposure-based psychotherapy for posttraumatic stress disorder. Translational Psychiatry, 4, e403. doi:10.1038/tp.2014.49
  • Wilker, S., Pfeiffer, A., Kolassa, S., Koslowski, D., Elbert, T., & Kolassa, I. (2015). How to quantify exposure to traumatic stress? reliability and predictive validity of measures for cumulative trauma exposure in a post-conflict population. European Journal of Psychotraumatology, 6, 28306. doi:10.3402/ejpt.v6.28306